Design: Blocked RCT, with 3 levels, and randomization done at level 1 (individual level).
Models: random treatment effects.
\(\bar{n}\) = 100
\(\bar{n}\) = 75
\(\bar{n}\) = 50
\(R^2_1 =\) 0.6, 0.6, 0.6
\(R^2_2 =\) 0.6, 0.6, 0.6
\(R^2_3 =\) 0.6, 0.6, 0.6
\(R^2_1 =\) 0, 0, 0 \(R^2_2 =\) 0, 0, 0 \(R^2_3 =\) 0, 0, 0
\(\rho =\) 0.2
\(\rho =\) 0.8
ATE (ES) = 0.125, 0, 0
\(\text{ICC}_2\) = 0.7, 0.7, 0.7
\(\text{ICC}_3\) = 0.7, 0.7, 0.7
\(\omega_2\) = 0.8, \(\omega_3\) = 0.1
\(\omega_2\) = 0.1, \(\omega_3\) = 0.8
\(\omega_2\) = 0.8, \(\omega_3\) = 0.8
##
##
## +------------+---------------+-------------+-------------+
## | MTP | Adjusted MDES | Indiv Power | Target MDES |
## +============+===============+=============+=============+
## | rawp | 0.125 | 0.613 | 0.125 |
## +------------+---------------+-------------+-------------+
## | Bonferroni | 0.124 | 0.338 | 0.125 |
## +------------+---------------+-------------+-------------+
## | BH | 0.125 | 0.507 | 0.125 |
## +------------+---------------+-------------+-------------+
## | Holm | 0.125 | 0.436 | 0.125 |
## +------------+---------------+-------------+-------------+
##
## Table: blocked_i1_3r
##
##
## +------+-------------+-------------+---------------+--------------------+
## | MTP | Sample type | Sample size | D1indiv power | Target sample size |
## +======+=============+=============+===============+====================+
## | BH | K | 10 | 0.504 | 10 |
## +------+-------------+-------------+---------------+--------------------+
## | Holm | K | 11 | 0.437 | 10 |
## +------+-------------+-------------+---------------+--------------------+
## | BH | nbar | NA | NA | 50 |
## +------+-------------+-------------+---------------+--------------------+
## | Holm | nbar | NA | NA | 50 |
## +------+-------------+-------------+---------------+--------------------+
##
## Table: blocked_i1_3r